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Breast density segmentation

version 1.0.1 (137 KB) by Said Pertuz
Automatic breast density segmentation from digital mammography

16 Downloads

Updated 14 Nov 2019

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This is an implementation of automatic breast density segmentation based on the morphological area gradient (MAG) method [1]. For additional functionalities including breast segmentation, chest wall detection, ROI detection and feature extraction, please refer to OpenBreast [2]. For a demo, simply execute "runme" at the Matlab prompt.

[1] G. F. Torres et al., "Morphological Area Gradient: System-independent Dense Tissue Segmentation in Mammography Images," Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 4855-4858.

[2] Said Pertuz (2019). OpenBreast (https://www.github.com/spertuz/openbreast), GitHub. Retrieved November 14, 2019.

Cite As

Said Pertuz (2020). Breast density segmentation (https://www.mathworks.com/matlabcentral/fileexchange/73360-breast-density-segmentation), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (1)

Roni Mathew

Updates

1.0.1

Included post-processing

MATLAB Release Compatibility
Created with R2019b
Compatible with any release
Platform Compatibility
Windows macOS Linux